MLopt Lab @ State University of New York at Albany

Welcome to the Machine Learning and OPTimization Lab (MLopt Lab)!

Principal Investigator

  Chong Liu
Assistant Professor of Computer Science, SUNY Albany

Lab Members

  Jawad Hossian
PhD Student in Computer Science (since Fall 2025)

Research Interests: LLM reasoning
First-author paper:
HintMR: Eliciting Stronger Mathematical Reasoning in Small Language Models [ArXiv]

Hobbies: Photography, reading books, traveling
  Zakaria Shams Siam
PhD Student in Computer Science (since Fall 2024)

Research Interests: Bandit algorithms, AI for drug discovery
First-author publications:
[2] Multi-objective coverage via constraint active search (AAMAS-2026) [ArXiv]
[1] Quantum non-linear bandit optimization (AAAI-2026) [ArXiv]

Hobbies: Science-fiction novels and films

Alumni

  Yusuke Ozaki
Visiting Undergrad Student in Computer Science (2025 - 2026)

Research Interests: AI for lab automation, Bayesian optimization
First-author paper:
Work under review at TMLR

Hobbies: Brazilian Jiu-Jitsu, reading books

Sponsors